Lots of Links

News and Community

Email

• 80k's AI Safety group

• Alignment Newsletter by Rohin Shah

• AI Safety Support Newsletter

• ML Safety Newsletter by Dan Hendrycks

Facebook

• AI Safety Discussion - "This group is primarily for people who have experience in AI/ML and/or are familiar with AI safety. We encourage beginners to join the AI Safety Discussion (Open) group."

• AI Safety Discussion (Open)

• Careers in AI Safety

Twitter

• AI Safety Core by JJ Balisanyuka-Smith

Other

• AI Alignment Forum

• AI Alignment Slack group

• Local Study Groups

• AI Existential Safety Community from FLI

Study Guides

Technical AI safety

• CHAI's Bibliography

• 80k's AI safety syllabus

• MIRI’s Research Guide (despite the name it is actually more of a study guide)

• Open AI’s Spinning Up in Deep RL

• Study Guide by John Wentsworth

• List of AI Safety Technical Courses, Reading Lists, and Curriculums from Nonlinear

AI governance

• Reading Guide for the Global Politics of Artificial Intelligence

Research Agendas

Technical AI safety

• MIRI: Agent Foundations for Aligning Machine Intelligence with Human Interests (2017) and Alignment for Advanced Machine Learning Systems research agendas

• CLR: Cooperation, Conflict, and Transformative Artificial Intelligence: A Research Agenda (+ includes some questions related to AI governance)

• Paul Christiano’s research agenda summary (and FAQ and talk) (2018)

• Synthesising a human's preferences into a utility function (example use and talk), Stuart Armstrong, (2019),

• The Learning-Theoretic AI Alignment Research Agenda, Vanessa Kosoy, (2018)

• Research Priorities for Robust and Beneficial Artificial Intelligence, Stuart Russell, Daniel Dewey, Max Tegmark, (2016)

• Concrete problems in AI Safety, Dario Amodei, Chris Olah, Jacob Steinhardt, Paul Christiano, John Schulman, Dan Mané, (2016)

• AGI Safety Literature Review, Tom Everitt, Gary Lea, Marcus Hutter, (2018)

• AI Services as a Research Paradigm, Vojta Kovarik, (2020)

• Avoiding Negative Side Effects due to Incomplete Knowledge of AI Systems, Sandhya Saisubramanian, Shlomo Zilberstein, Ece Kamar, (2020)

• AI Research Considerations for Human Existential Safety (ARCHES), Andrew Critch, David Krueger, (2020)

• How do we become confident in the safety of a machine learning system? By Evan Hubinger

• Research Agenda: Using Neuroscience to Achieve Safe and Beneficial AGI by Steve Brynes

• Unsolved Problems in ML Safety By Dan Hendrycks, Nicholas Carlini, J. Schulman, J. Steinhardt

AI governance

• AI Impacts: promising research projects and possible empirical investigations

• Governance of AI program at FHI: Alan Dafoe's AI governance research agenda

• Center for a New American Security: Artificial Intelligence and Global Security Initiative Research Agenda

• FLI: A survey of research questions for robust and beneficial AI (+ some aspects also fall into technical AI safety)

• Luke Muehlhauser’s list of research questions to improve our strategic picture of superintelligence (2014)

AI Safety Research Groups

There are many academic and independent researchers, who are interested in AI Safety, and who are not covered by this list. We are not going to list specific individuals publicly, so please contact us if you want to find more AI Safety researchers.

Technical AI safety

• Machine Research Intelligence Institute (MIRI), Berkeley

• Center for Human-Compatible Artificial Intelligence (CHAI), University of California, Berkeley

• Future of Humanity Institute (FHI), University of Oxford

• Center on Long-Term Risk (CLR), London

• Ought, San Francisco

• Alignment Research Center

• Redwood Research, Berkeley

• Anthropic, San Francisco

• AISafety.com - A Startup for Aligning Narrowly Superhuman Models

AI governance

• The Center for the Study of Existential Risk (CSER), University of Cambridge

• Future of Humanity Institute (FHI), University of Oxford

• Global Catastrophic Risk Institute (GCRI), various locations

• Median Group, Berkeley

• Center for Security and Emerging Technology (CSET), Washington

AI companies which also does some safety work, both technical and governance

• OpenAI, San Francisco

• DeepMind, London

• Cohere AI, Toronto

Meta, forecast, and strategy

• Future of Humanity Institute (FHI), University of Oxford

• Convergence Analysis, moving around

• Leverhulme Center for the Future of Intelligence (CFI), University of Cambridge

• AI Impacts

• Metaculus

Funding

Currently open

• CEEALAR / EA Hotel is group house in Blackpool, UK which provides free food and housing for people working on Effective Altruist projects (including AI Safety), for up to two years

  • Applications are currently open on an ongoing basis

• The Center on Long-Term Risk Fund (CLR Fund)

  • Applications are currently open on an ongoing basis

• Long-Term Future Fund (LTFF)

  • Applications are currently open on an ongoing basis

• Future of Life Institute - Grants

  • Applications are currently open on an ongoing basis

• ACX Grants by Slate Star Codex

Currently closed

• Survival and Flourishing Fund (SFF) awards and facilitates grants to existing charities. For smaller grants and fiscal sponsorship for long-termist projects that don't yet have an institutional home, visit SAF.

• Survival and Flourishing (SAF) awards small grants and service contracts for long-termist projects that don't yet have an institutional home. For larger grants to existing charities, visit SFF

• Open Phil AI Fellowship is a fellowship for full-time PhD students focused on artificial intelligence or machine learning.

• Open Phil's Early-career funding for individuals interested in improving the long-term future